├── README.md ├── ensemble_models.py ├── part_ivan ├── build.txt ├── configs │ ├── test │ │ └── cascade_rcnn_r50_rfp_1x_xray_test.py │ └── train │ │ ├── cascade_rcnn_r50_rfp_1x_xray_stage1_fold0.py │ │ ├── cascade_rcnn_r50_rfp_1x_xray_stage1_fold1.py │ │ ├── cascade_rcnn_r50_rfp_1x_xray_stage1_fold2.py │ │ ├── cascade_rcnn_r50_rfp_1x_xray_stage1_fold3.py │ │ ├── cascade_rcnn_r50_rfp_1x_xray_stage1_fold4.py │ │ ├── cascade_rcnn_r50_rfp_1x_xray_stage2_fold0.py │ │ ├── cascade_rcnn_r50_rfp_1x_xray_stage2_fold1.py │ │ ├── cascade_rcnn_r50_rfp_1x_xray_stage2_fold2.py │ │ ├── cascade_rcnn_r50_rfp_1x_xray_stage2_fold3.py │ │ └── cascade_rcnn_r50_rfp_1x_xray_stage2_fold4.py ├── data_scripts │ ├── blend_subs.py │ ├── pkl_to_subs.py │ └── postprocess_v2.py ├── inference.sh ├── optional.txt ├── preproc.sh ├── preproc_train.sh ├── requirements.txt ├── setup.sh └── train.sh ├── part_sergey ├── .gitignore ├── data │ ├── create_yolo_labels_separate_rads.py │ ├── hard_empty_images.csv │ ├── roma_kfold_split_5_42.csv │ ├── train.csv │ ├── train_with_size.csv │ └── yolo_converter_stage2.py ├── download_test_data.sh ├── download_train_data.sh ├── download_weights.sh ├── inference.sh ├── postprocess.py ├── readme.md ├── stage2_params.yaml ├── train.sh ├── weights │ └── weights_should_be_here ├── yolo5 │ ├── .dockerignore │ ├── .gitattributes │ ├── .github │ │ ├── ISSUE_TEMPLATE │ │ │ ├── bug-report.md │ │ │ ├── feature-request.md │ │ │ └── question.md │ │ ├── dependabot.yml │ │ └── workflows │ │ │ ├── ci-testing.yml │ │ │ ├── codeql-analysis.yml │ │ │ ├── greetings.yml │ │ │ ├── rebase.yml │ │ │ └── stale.yml │ ├── .gitignore │ ├── Dockerfile │ ├── LICENSE │ ├── README.md │ ├── configYolo5 │ │ ├── vinbigdata0_stage2.yaml │ │ ├── vinbigdata1_stage2.yaml │ │ ├── vinbigdata2_stage2.yaml │ │ ├── vinbigdata3_stage2.yaml │ │ ├── vinbigdata4_stage2.yaml │ │ ├── yolov5x.yaml │ │ └── yolov5x_roma.yaml │ ├── detect.py │ ├── hubconf.py │ ├── models │ │ ├── __init__.py │ │ ├── common.py │ │ ├── experimental.py │ │ ├── export.py │ │ ├── hub │ │ │ ├── anchors.yaml │ │ │ ├── yolov3-spp.yaml │ │ │ ├── yolov3-tiny.yaml │ │ │ ├── yolov3.yaml │ │ │ ├── yolov5-fpn.yaml │ │ │ ├── yolov5-p2.yaml │ │ │ ├── yolov5-p6.yaml │ │ │ ├── yolov5-p7.yaml │ │ │ └── yolov5-panet.yaml │ │ ├── yolo.py │ │ ├── yolov5l.yaml │ │ ├── yolov5m.yaml │ │ ├── yolov5s.yaml │ │ └── yolov5x.yaml │ ├── requirements.txt │ ├── train.py │ ├── tutorial.ipynb │ ├── utils │ │ ├── __init__.py │ │ ├── activations.py │ │ ├── autoanchor.py │ │ ├── datasets.py │ │ ├── general.py │ │ ├── google_app_engine │ │ │ ├── Dockerfile │ │ │ ├── additional_requirements.txt │ │ │ └── app.yaml │ │ ├── google_utils.py │ │ ├── loss.py │ │ ├── metrics.py │ │ ├── plots.py │ │ └── torch_utils.py │ ├── weights │ │ └── download_weights.sh │ └── ytest.py ├── yolo_inf.py └── yolo_stage2_train.py ├── part_zfturbo ├── a00_common_functions.py ├── a01_adam_accumulate.py ├── inference.sh ├── net_v04_retinanet │ ├── a01_csv_generator.py │ ├── r21_train_backbone_resnet101_sqr_fold0.py │ ├── r21_train_backbone_resnet101_sqr_fold1.py │ ├── r21_train_backbone_resnet101_sqr_fold2.py │ ├── r21_train_backbone_resnet101_sqr_fold3.py │ ├── r21_train_backbone_resnet101_sqr_fold4.py │ ├── r51_convert_retinanet_model_resnet101.py │ ├── r60_get_vectors_resnet101_sqr.py │ └── r61_create_csvs_resnet101_sqr.py ├── net_v09_yolo5 │ ├── convert_yolo_preds.py │ ├── detect.py │ ├── detect_mirror.py │ ├── hubconf.py │ ├── models │ │ ├── __init__.py │ │ ├── common.py │ │ ├── experimental.py │ │ ├── export.py │ │ ├── hub │ │ │ ├── anchors.yaml │ │ │ ├── yolov3-spp.yaml │ │ │ ├── yolov3-tiny.yaml │ │ │ ├── yolov3.yaml │ │ │ ├── yolov5-fpn.yaml │ │ │ ├── yolov5-p2.yaml │ │ │ ├── yolov5-p6.yaml │ │ │ ├── yolov5-p7.yaml │ │ │ └── yolov5-panet.yaml │ │ ├── yolo.py │ │ ├── yolov5l.yaml │ │ ├── yolov5m.yaml │ │ ├── yolov5s.yaml │ │ └── yolov5x.yaml │ ├── requirements.txt │ ├── run.txt │ ├── test.py │ ├── train.py │ ├── tst.py │ ├── tst_mirror.py │ ├── utils │ │ ├── __init__.py │ │ ├── activations.py │ │ ├── autoanchor.py │ │ ├── datasets.py │ │ ├── general.py │ │ ├── google_app_engine │ │ │ ├── Dockerfile │ │ │ ├── additional_requirements.txt │ │ │ └── app.yaml │ │ ├── google_utils.py │ │ ├── loss.py │ │ ├── metrics.py │ │ ├── plots.py │ │ └── torch_utils.py │ └── weights │ │ └── download_weights.sh ├── net_v17_retinanet_finetune │ ├── a01_csv_generator.py │ ├── r21_train_backbone_resnet101_sqr_fold0.py │ ├── r21_train_backbone_resnet101_sqr_fold1.py │ ├── r21_train_backbone_resnet101_sqr_fold2.py │ ├── r21_train_backbone_resnet101_sqr_fold3.py │ ├── r21_train_backbone_resnet101_sqr_fold4.py │ ├── r51_convert_retinanet_model_resnet101.py │ ├── r60_get_vectors_resnet101_sqr.py │ └── r61_create_csvs_resnet101_sqr.py ├── preproc.sh ├── preproc_data │ ├── r01_extract_meta.py │ ├── r02_create_kfold_split.py │ ├── r03_convert_dicom_to_png.py │ ├── r05_merge_boxes_v1.py │ ├── r08_prepare_yolo_dataset.py │ ├── r09_squarify_boxes.py │ └── r12_extract_selected_radiologists.py ├── r05_validation_on_files_v1.py ├── r16_ensemble_predictions.py ├── readme.md ├── requirements.txt └── train.sh └── subm_folder └── 2-cls test pred.csv /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/README.md -------------------------------------------------------------------------------- /ensemble_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/ensemble_models.py -------------------------------------------------------------------------------- /part_ivan/build.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/build.txt -------------------------------------------------------------------------------- /part_ivan/configs/test/cascade_rcnn_r50_rfp_1x_xray_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/configs/test/cascade_rcnn_r50_rfp_1x_xray_test.py -------------------------------------------------------------------------------- /part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage1_fold0.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage1_fold0.py -------------------------------------------------------------------------------- /part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage1_fold1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage1_fold1.py -------------------------------------------------------------------------------- /part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage1_fold2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage1_fold2.py -------------------------------------------------------------------------------- /part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage1_fold3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage1_fold3.py -------------------------------------------------------------------------------- /part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage1_fold4.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage1_fold4.py -------------------------------------------------------------------------------- /part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage2_fold0.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage2_fold0.py -------------------------------------------------------------------------------- /part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage2_fold1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage2_fold1.py -------------------------------------------------------------------------------- /part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage2_fold2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage2_fold2.py -------------------------------------------------------------------------------- /part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage2_fold3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage2_fold3.py -------------------------------------------------------------------------------- /part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage2_fold4.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/configs/train/cascade_rcnn_r50_rfp_1x_xray_stage2_fold4.py -------------------------------------------------------------------------------- /part_ivan/data_scripts/blend_subs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/data_scripts/blend_subs.py -------------------------------------------------------------------------------- /part_ivan/data_scripts/pkl_to_subs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/data_scripts/pkl_to_subs.py -------------------------------------------------------------------------------- /part_ivan/data_scripts/postprocess_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/data_scripts/postprocess_v2.py -------------------------------------------------------------------------------- /part_ivan/inference.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/inference.sh -------------------------------------------------------------------------------- /part_ivan/optional.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/optional.txt -------------------------------------------------------------------------------- /part_ivan/preproc.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/preproc.sh -------------------------------------------------------------------------------- /part_ivan/preproc_train.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/preproc_train.sh -------------------------------------------------------------------------------- /part_ivan/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/requirements.txt -------------------------------------------------------------------------------- /part_ivan/setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/setup.sh -------------------------------------------------------------------------------- /part_ivan/train.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_ivan/train.sh -------------------------------------------------------------------------------- /part_sergey/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/.gitignore -------------------------------------------------------------------------------- /part_sergey/data/create_yolo_labels_separate_rads.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/data/create_yolo_labels_separate_rads.py -------------------------------------------------------------------------------- /part_sergey/data/hard_empty_images.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/data/hard_empty_images.csv -------------------------------------------------------------------------------- /part_sergey/data/roma_kfold_split_5_42.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/data/roma_kfold_split_5_42.csv -------------------------------------------------------------------------------- /part_sergey/data/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/data/train.csv -------------------------------------------------------------------------------- /part_sergey/data/train_with_size.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/data/train_with_size.csv -------------------------------------------------------------------------------- /part_sergey/data/yolo_converter_stage2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/data/yolo_converter_stage2.py -------------------------------------------------------------------------------- /part_sergey/download_test_data.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/download_test_data.sh -------------------------------------------------------------------------------- /part_sergey/download_train_data.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/download_train_data.sh -------------------------------------------------------------------------------- /part_sergey/download_weights.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/download_weights.sh -------------------------------------------------------------------------------- /part_sergey/inference.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/inference.sh -------------------------------------------------------------------------------- /part_sergey/postprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/postprocess.py -------------------------------------------------------------------------------- /part_sergey/readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/readme.md -------------------------------------------------------------------------------- /part_sergey/stage2_params.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/stage2_params.yaml -------------------------------------------------------------------------------- /part_sergey/train.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/train.sh -------------------------------------------------------------------------------- /part_sergey/weights/weights_should_be_here: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /part_sergey/yolo5/.dockerignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/.dockerignore -------------------------------------------------------------------------------- /part_sergey/yolo5/.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/.gitattributes -------------------------------------------------------------------------------- /part_sergey/yolo5/.github/ISSUE_TEMPLATE/bug-report.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/.github/ISSUE_TEMPLATE/bug-report.md -------------------------------------------------------------------------------- /part_sergey/yolo5/.github/ISSUE_TEMPLATE/feature-request.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/.github/ISSUE_TEMPLATE/feature-request.md -------------------------------------------------------------------------------- /part_sergey/yolo5/.github/ISSUE_TEMPLATE/question.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/.github/ISSUE_TEMPLATE/question.md -------------------------------------------------------------------------------- /part_sergey/yolo5/.github/dependabot.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/.github/dependabot.yml -------------------------------------------------------------------------------- /part_sergey/yolo5/.github/workflows/ci-testing.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/.github/workflows/ci-testing.yml -------------------------------------------------------------------------------- /part_sergey/yolo5/.github/workflows/codeql-analysis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/.github/workflows/codeql-analysis.yml -------------------------------------------------------------------------------- /part_sergey/yolo5/.github/workflows/greetings.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/.github/workflows/greetings.yml -------------------------------------------------------------------------------- /part_sergey/yolo5/.github/workflows/rebase.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/.github/workflows/rebase.yml -------------------------------------------------------------------------------- /part_sergey/yolo5/.github/workflows/stale.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/.github/workflows/stale.yml -------------------------------------------------------------------------------- /part_sergey/yolo5/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/.gitignore -------------------------------------------------------------------------------- /part_sergey/yolo5/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/Dockerfile -------------------------------------------------------------------------------- /part_sergey/yolo5/LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/LICENSE -------------------------------------------------------------------------------- /part_sergey/yolo5/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/README.md -------------------------------------------------------------------------------- /part_sergey/yolo5/configYolo5/vinbigdata0_stage2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/configYolo5/vinbigdata0_stage2.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/configYolo5/vinbigdata1_stage2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/configYolo5/vinbigdata1_stage2.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/configYolo5/vinbigdata2_stage2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/configYolo5/vinbigdata2_stage2.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/configYolo5/vinbigdata3_stage2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/configYolo5/vinbigdata3_stage2.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/configYolo5/vinbigdata4_stage2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/configYolo5/vinbigdata4_stage2.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/configYolo5/yolov5x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/configYolo5/yolov5x.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/configYolo5/yolov5x_roma.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/configYolo5/yolov5x_roma.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/detect.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/detect.py -------------------------------------------------------------------------------- /part_sergey/yolo5/hubconf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/hubconf.py -------------------------------------------------------------------------------- /part_sergey/yolo5/models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /part_sergey/yolo5/models/common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/common.py -------------------------------------------------------------------------------- /part_sergey/yolo5/models/experimental.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/experimental.py -------------------------------------------------------------------------------- /part_sergey/yolo5/models/export.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/export.py -------------------------------------------------------------------------------- /part_sergey/yolo5/models/hub/anchors.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/hub/anchors.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/models/hub/yolov3-spp.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/hub/yolov3-spp.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/models/hub/yolov3-tiny.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/hub/yolov3-tiny.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/models/hub/yolov3.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/hub/yolov3.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/models/hub/yolov5-fpn.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/hub/yolov5-fpn.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/models/hub/yolov5-p2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/hub/yolov5-p2.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/models/hub/yolov5-p6.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/hub/yolov5-p6.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/models/hub/yolov5-p7.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/hub/yolov5-p7.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/models/hub/yolov5-panet.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/hub/yolov5-panet.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/models/yolo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/yolo.py -------------------------------------------------------------------------------- /part_sergey/yolo5/models/yolov5l.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/yolov5l.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/models/yolov5m.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/yolov5m.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/models/yolov5s.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/yolov5s.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/models/yolov5x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/models/yolov5x.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/requirements.txt -------------------------------------------------------------------------------- /part_sergey/yolo5/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/train.py -------------------------------------------------------------------------------- /part_sergey/yolo5/tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/tutorial.ipynb -------------------------------------------------------------------------------- /part_sergey/yolo5/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /part_sergey/yolo5/utils/activations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/utils/activations.py -------------------------------------------------------------------------------- /part_sergey/yolo5/utils/autoanchor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/utils/autoanchor.py -------------------------------------------------------------------------------- /part_sergey/yolo5/utils/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/utils/datasets.py -------------------------------------------------------------------------------- /part_sergey/yolo5/utils/general.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/utils/general.py -------------------------------------------------------------------------------- /part_sergey/yolo5/utils/google_app_engine/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/utils/google_app_engine/Dockerfile -------------------------------------------------------------------------------- /part_sergey/yolo5/utils/google_app_engine/additional_requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/utils/google_app_engine/additional_requirements.txt -------------------------------------------------------------------------------- /part_sergey/yolo5/utils/google_app_engine/app.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/utils/google_app_engine/app.yaml -------------------------------------------------------------------------------- /part_sergey/yolo5/utils/google_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/utils/google_utils.py -------------------------------------------------------------------------------- /part_sergey/yolo5/utils/loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/utils/loss.py -------------------------------------------------------------------------------- /part_sergey/yolo5/utils/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/utils/metrics.py -------------------------------------------------------------------------------- /part_sergey/yolo5/utils/plots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/utils/plots.py -------------------------------------------------------------------------------- /part_sergey/yolo5/utils/torch_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/utils/torch_utils.py -------------------------------------------------------------------------------- /part_sergey/yolo5/weights/download_weights.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/weights/download_weights.sh -------------------------------------------------------------------------------- /part_sergey/yolo5/ytest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo5/ytest.py -------------------------------------------------------------------------------- /part_sergey/yolo_inf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo_inf.py -------------------------------------------------------------------------------- /part_sergey/yolo_stage2_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_sergey/yolo_stage2_train.py -------------------------------------------------------------------------------- /part_zfturbo/a00_common_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/a00_common_functions.py -------------------------------------------------------------------------------- /part_zfturbo/a01_adam_accumulate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/a01_adam_accumulate.py -------------------------------------------------------------------------------- /part_zfturbo/inference.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/inference.sh -------------------------------------------------------------------------------- /part_zfturbo/net_v04_retinanet/a01_csv_generator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v04_retinanet/a01_csv_generator.py -------------------------------------------------------------------------------- /part_zfturbo/net_v04_retinanet/r21_train_backbone_resnet101_sqr_fold0.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v04_retinanet/r21_train_backbone_resnet101_sqr_fold0.py -------------------------------------------------------------------------------- /part_zfturbo/net_v04_retinanet/r21_train_backbone_resnet101_sqr_fold1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v04_retinanet/r21_train_backbone_resnet101_sqr_fold1.py -------------------------------------------------------------------------------- /part_zfturbo/net_v04_retinanet/r21_train_backbone_resnet101_sqr_fold2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v04_retinanet/r21_train_backbone_resnet101_sqr_fold2.py -------------------------------------------------------------------------------- /part_zfturbo/net_v04_retinanet/r21_train_backbone_resnet101_sqr_fold3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v04_retinanet/r21_train_backbone_resnet101_sqr_fold3.py -------------------------------------------------------------------------------- /part_zfturbo/net_v04_retinanet/r21_train_backbone_resnet101_sqr_fold4.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v04_retinanet/r21_train_backbone_resnet101_sqr_fold4.py -------------------------------------------------------------------------------- /part_zfturbo/net_v04_retinanet/r51_convert_retinanet_model_resnet101.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v04_retinanet/r51_convert_retinanet_model_resnet101.py -------------------------------------------------------------------------------- /part_zfturbo/net_v04_retinanet/r60_get_vectors_resnet101_sqr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v04_retinanet/r60_get_vectors_resnet101_sqr.py -------------------------------------------------------------------------------- /part_zfturbo/net_v04_retinanet/r61_create_csvs_resnet101_sqr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v04_retinanet/r61_create_csvs_resnet101_sqr.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/convert_yolo_preds.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/convert_yolo_preds.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/detect.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/detect.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/detect_mirror.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/detect_mirror.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/hubconf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/hubconf.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/common.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/experimental.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/experimental.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/export.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/export.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/hub/anchors.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/hub/anchors.yaml -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/hub/yolov3-spp.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/hub/yolov3-spp.yaml -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/hub/yolov3-tiny.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/hub/yolov3-tiny.yaml -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/hub/yolov3.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/hub/yolov3.yaml -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/hub/yolov5-fpn.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/hub/yolov5-fpn.yaml -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/hub/yolov5-p2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/hub/yolov5-p2.yaml -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/hub/yolov5-p6.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/hub/yolov5-p6.yaml -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/hub/yolov5-p7.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/hub/yolov5-p7.yaml -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/hub/yolov5-panet.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/hub/yolov5-panet.yaml -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/yolo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/yolo.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/yolov5l.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/yolov5l.yaml -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/yolov5m.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/yolov5m.yaml -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/yolov5s.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/yolov5s.yaml -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/models/yolov5x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/models/yolov5x.yaml -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/requirements.txt -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/run.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/run.txt -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/test.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/train.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/tst.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/tst.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/tst_mirror.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/tst_mirror.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/utils/activations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/utils/activations.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/utils/autoanchor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/utils/autoanchor.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/utils/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/utils/datasets.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/utils/general.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/utils/general.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/utils/google_app_engine/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/utils/google_app_engine/Dockerfile -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/utils/google_app_engine/additional_requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/utils/google_app_engine/additional_requirements.txt -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/utils/google_app_engine/app.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/utils/google_app_engine/app.yaml -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/utils/google_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/utils/google_utils.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/utils/loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/utils/loss.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/utils/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/utils/metrics.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/utils/plots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/utils/plots.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/utils/torch_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/utils/torch_utils.py -------------------------------------------------------------------------------- /part_zfturbo/net_v09_yolo5/weights/download_weights.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v09_yolo5/weights/download_weights.sh -------------------------------------------------------------------------------- /part_zfturbo/net_v17_retinanet_finetune/a01_csv_generator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v17_retinanet_finetune/a01_csv_generator.py -------------------------------------------------------------------------------- /part_zfturbo/net_v17_retinanet_finetune/r21_train_backbone_resnet101_sqr_fold0.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v17_retinanet_finetune/r21_train_backbone_resnet101_sqr_fold0.py -------------------------------------------------------------------------------- /part_zfturbo/net_v17_retinanet_finetune/r21_train_backbone_resnet101_sqr_fold1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v17_retinanet_finetune/r21_train_backbone_resnet101_sqr_fold1.py -------------------------------------------------------------------------------- /part_zfturbo/net_v17_retinanet_finetune/r21_train_backbone_resnet101_sqr_fold2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v17_retinanet_finetune/r21_train_backbone_resnet101_sqr_fold2.py -------------------------------------------------------------------------------- /part_zfturbo/net_v17_retinanet_finetune/r21_train_backbone_resnet101_sqr_fold3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v17_retinanet_finetune/r21_train_backbone_resnet101_sqr_fold3.py -------------------------------------------------------------------------------- /part_zfturbo/net_v17_retinanet_finetune/r21_train_backbone_resnet101_sqr_fold4.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v17_retinanet_finetune/r21_train_backbone_resnet101_sqr_fold4.py -------------------------------------------------------------------------------- /part_zfturbo/net_v17_retinanet_finetune/r51_convert_retinanet_model_resnet101.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v17_retinanet_finetune/r51_convert_retinanet_model_resnet101.py -------------------------------------------------------------------------------- /part_zfturbo/net_v17_retinanet_finetune/r60_get_vectors_resnet101_sqr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v17_retinanet_finetune/r60_get_vectors_resnet101_sqr.py -------------------------------------------------------------------------------- /part_zfturbo/net_v17_retinanet_finetune/r61_create_csvs_resnet101_sqr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/net_v17_retinanet_finetune/r61_create_csvs_resnet101_sqr.py -------------------------------------------------------------------------------- /part_zfturbo/preproc.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/preproc.sh -------------------------------------------------------------------------------- /part_zfturbo/preproc_data/r01_extract_meta.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/preproc_data/r01_extract_meta.py -------------------------------------------------------------------------------- /part_zfturbo/preproc_data/r02_create_kfold_split.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/preproc_data/r02_create_kfold_split.py -------------------------------------------------------------------------------- /part_zfturbo/preproc_data/r03_convert_dicom_to_png.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/preproc_data/r03_convert_dicom_to_png.py -------------------------------------------------------------------------------- /part_zfturbo/preproc_data/r05_merge_boxes_v1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/preproc_data/r05_merge_boxes_v1.py -------------------------------------------------------------------------------- /part_zfturbo/preproc_data/r08_prepare_yolo_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/preproc_data/r08_prepare_yolo_dataset.py -------------------------------------------------------------------------------- /part_zfturbo/preproc_data/r09_squarify_boxes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/preproc_data/r09_squarify_boxes.py -------------------------------------------------------------------------------- /part_zfturbo/preproc_data/r12_extract_selected_radiologists.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/preproc_data/r12_extract_selected_radiologists.py -------------------------------------------------------------------------------- /part_zfturbo/r05_validation_on_files_v1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/r05_validation_on_files_v1.py -------------------------------------------------------------------------------- /part_zfturbo/r16_ensemble_predictions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/r16_ensemble_predictions.py -------------------------------------------------------------------------------- /part_zfturbo/readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/readme.md -------------------------------------------------------------------------------- /part_zfturbo/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/requirements.txt -------------------------------------------------------------------------------- /part_zfturbo/train.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/part_zfturbo/train.sh -------------------------------------------------------------------------------- /subm_folder/2-cls test pred.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZFTurbo/2nd-place-solution-for-VinBigData-Chest-X-ray-Abnormalities-Detection/HEAD/subm_folder/2-cls test pred.csv --------------------------------------------------------------------------------